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BhakeSart / HealthOrzo

HealthOrzo is a Disease Prediction and Information Website. It is user friendly and very dynamic in it's prediction. The Project Predicts 4 diseases that are Diabetes , Kidney Disease , Heart Ailment and Liver Disease . All these 4 Machine Learning Models are integrated in a website using Flask at the backend .
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diabetes-prediction disease-prediction flask heart-disease-prediction html5 kidney-disease-prediction liver-disease-prediction machine-learning python

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HeathOrzo - Your Health Matters

About

HealthOrzo is a User friendly Website made for Health Informatics and Prediction. It incorporates 4 Machine Learning Models , Each one Corresponding to a disease. The Diseases That the Website predicts and provides information on are as Follows:

Accuracy of the Models and Algorithms Used

Disease Algorithm Used Accuracy
Diabetes Support Vector Machine (SVM) 75%
Heart Ailment Logistic Regression 81%
Kidney Disease Random Forests 100%
Liver Disease Random Forests 73%

Note

===> Python Version 3.8.8 was used for this Project.
===> All the Jupyter Notebooks can be Found in the Notebooks Folder.
===> All the rendered and the Saved Models can be Found in the Models Folder.

Datasets Used

The Datasets Used for this Project were taken from Kaggle

Steps to Run the Website on your System